aspenideas, Twitter, 1/21/2021 8:49:13 PM, 246180


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aspenideas_2021-01-21_09-25-25.xlsx
aspenideas_2021-01-21_09-25-25.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 21, 2021
Short Description:
aspenideas via NodeXL https://bit.ly/361Sz48
@aspenideas
@mazzucatom
@aspeninstitute
@jennifermirsky
@svinitiative
@allenlanebooks
@globalecologist
@angeladuckw
@indivisaspen
@kittyboone

Top hashtags:
#aspenideas
#covid19vaccine
#mlkday
#liderazgofemenino

Description:
Description
The graph represents a network of 230 Twitter users whose tweets in the requested range contained "aspenideas", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 21 January 2021 at 17:25 UTC.

The requested start date was Thursday, 21 January 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 5-hour, 11-minute period from Thursday, 07 January 2021 at 14:42 UTC to Wednesday, 20 January 2021 at 19:54 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 230
Unique Edges : 340
Edges With Duplicates : 298
Total Edges : 638
Number of Edge Types : 5
Retweet : 125
MentionsInRetweet : 261
Replies to : 41
Mentions : 204
Tweet : 7
Self-Loops : 8
Reciprocated Vertex Pair Ratio : 0.0433839479392625
Reciprocated Edge Ratio : 0.0831600831600832
Connected Components : 6
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 216
Maximum Edges in a Connected Component : 619
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.815929
Graph Density : 0.00913233339662047
Modularity : 0.517259
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 230 Twitter users whose tweets in the requested range contained "aspenideas", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 21 January 2021 at 17:25 UTC.

The requested start date was Thursday, 21 January 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 5-hour, 11-minute period from Thursday, 07 January 2021 at 14:42 UTC to Wednesday, 20 January 2021 at 19:54 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : aspenideas
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[3] https://www.aspenideas.org/podcasts/the-world-needs-women-in-leadership-roles-2
[2] https://www.aspenideas.org/articles/ideas-for-a-nation-in-crisis
[2] https://www.aspenideas.org/podcasts/brain-health-and-the-pitfalls-of-bikini-medicine
[2] https://www.aspenideas.org/podcasts/can-character-be-learned-rebroadcast
[2] https://www.aspenideas.org/sessions/the-mlk-i-knew-and-what-todays-changemakers-should-learn-from-him
[2] https://www.aspenideas.org/sessions/liberal-democracy-is-at-risk-at-home-and-abroad
[2] https://www.aspenideas.org/sessions/cbd-hype-or-hope
[1] https://www.aspenideas.org/podcasts/how-joe-bidens-successes-failures-and-tragedies-prepared-him-to-be-president
[1] https://www.aspenideas.org/sessions/why-leadership-matters
[1] https://www.aspenideas.org/articles/when-the-1st-and-2nd-amendments-collide

Top URLs in Tweet in G1:
[1] https://www.youtube.com/watch?v=T9HiEB39yo4&feature=youtu.be


Top URLs in Tweet in G2:
[2] https://www.aspenideas.org/sessions/liberal-democracy-is-at-risk-at-home-and-abroad
[2] https://www.aspenideas.org/podcasts/brain-health-and-the-pitfalls-of-bikini-medicine
[2] https://www.aspenideas.org/articles/ideas-for-a-nation-in-crisis
[1] https://www.aspenideas.org/podcasts/how-joe-bidens-successes-failures-and-tragedies-prepared-him-to-be-president
[1] https://www.aspenideas.org/sessions/is-your-online-bubble-a-threat-to-democracy
[1] https://www.aspenideas.org/collections/the-world-that-mlk-built
[1] https://www.aspenideas.org/podcasts/on-being-a-transgender-american
[1] https://www.aspenideas.org/session/how-social-capital-influences-well-being
[1] https://www.aspenideas.org/articles/when-the-1st-and-2nd-amendments-collide
[1] https://www.aspenideas.org/sessions/why-leadership-matters

Top URLs in Tweet in G3:
[3] https://www.aspenideas.org/podcasts/the-world-needs-women-in-leadership-roles-2
[2] https://www.aspenideas.org/podcasts/can-character-be-learned-rebroadcast
[1] https://www.aspeninstitute.org/blog-posts/structural-racism-definition/
[1] https://www.aspenideas.org/sessions/the-mlk-i-knew-and-what-todays-changemakers-should-learn-from-him
[1] https://aspenideas.org/podcasts/a-candid-conversation-with-john-r-lewis
[1] https://www.aspenideas.org/podcasts/profit-and-purpose-go-hand-in-hand-corporate-leaders-dan-schulman-and-mellody-hobson-on-values-driven-business

Top URLs in Tweet in G5:
[1] https://aspeninstitute.es/ethical-and-responsible-use-of-technology-un-dialogo-entre-william-powers-y-chistoph-steck/

Top URLs in Tweet in G6:
[1] https://aspenideasfestival.stage.a17.io/sessions/preventing-the-next-gun-tragedy-the-work-of-sandy-hook-promise

Top URLs in Tweet in G8:
[1] https://josepedronaisser.blogspot.com/2020/12/the-end-of-year-2020-in-covid19-and.html

Top URLs in Tweet in G10:
[1] https://twitter.com/stanfordalumni/status/1349049805247537154
[1] https://twitter.com/JonHaidt/status/1348336066768547855

Top Domains
Top Domains in Tweet in Entire Graph:
[27] aspenideas.org
[4] twitter.com
[1] facebook.com
[1] a17.io
[1] youtube.com
[1] aspeninstitute.es
[1] blogspot.com
[1] cloudfront.net
[1] aspeninstitute.org

Top Domains in Tweet in G1:
[1] youtube.com

Top Domains in Tweet in G2:
[14] aspenideas.org
[2] twitter.com
[1] facebook.com

Top Domains in Tweet in G3:
[8] aspenideas.org
[1] aspeninstitute.org

Top Domains in Tweet in G5:
[1] aspeninstitute.es

Top Domains in Tweet in G6:
[1] a17.io

Top Domains in Tweet in G8:
[1] blogspot.com

Top Domains in Tweet in G10:
[2] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[14] aspenideas
[4] covid19vaccine
[3] mlkday
[3] liderazgofemenino
[2] aspenideashealth
[1] spotlighthealth
[1] poetry
[1] poetrycommunity
[1] poetsoftwitter
[1] poem



Top Hashtags in Tweet in G2:
[10] aspenideas
[4] covid19vaccine
[2] aspenideashealth
[1] mlkday
[1] spotlighthealth
[1] poetry
[1] poetrycommunity
[1] poetsoftwitter
[1] poem
[1] cloudanthem

Top Hashtags in Tweet in G3:
[3] liderazgofemenino
[2] mlkday
[1] líderes
[1] podcast
[1] purpose
[1] sharedvalue

Top Hashtags in Tweet in G5:
[4] aspenideas

Top Hashtags in Tweet in G6:
[1] sandyhookpromise
[1] neverforget

Top Hashtags in Tweet in G9:
[1] aspen

Top Words
Top Words in Tweet in Entire Graph:
[89] aspenideas
[63] mazzucatom
[61] allenlanebooks
[55] book
[53] mission
[53] economy
[53] jan
[52] moonshot
[52] guide
[52] changing

Top Words in Tweet in G1:
[63] mazzucatom
[61] allenlanebooks
[55] book
[53] mission
[53] economy
[53] jan
[52] moonshot
[52] guide
[52] changing
[52] capitalism

Top Words in Tweet in G2:
[36] aspenideas
[12] people
[11] set
[10] online
[10] #aspenideas
[9] democracy
[9] secretarylevine
[9] love
[8] president
[8] first

Top Words in Tweet in G3:
[26] aspeninstitute
[20] former
[12] podcast
[10] secretary
[10] state
[10] madeleine
[10] albright
[10] prime
[10] minister
[9] shecanglobal

Top Words in Tweet in G4:
[32] siriusxm
[32] aspenideas
[30] petedominick
[10] interviewed
[9] one
[8] going
[8] old
[8] photos
[8] found
[8] john

Top Words in Tweet in G5:
[4] pierdas
[4] último
[4] diálogo
[4] #aspenideas
[4] celebramos
[4] ethical
[4] responsible
[4] use
[4] technology
[4] william

Top Words in Tweet in G6:
[4] horrific
[4] became
[4] nation
[4] bystanders
[4] nicolehockley
[4] sandyhook
[4] remembering
[3] jennifermirsky
[3] impo

Top Words in Tweet in G7:
[6] denasimmons
[3] yaleemotion
[3] rulerapproach
[3] liberated_sel
[3] met
[3] five
[3] years
[3] ago
[3] aspenideas
[3] fellow

Top Words in Tweet in G10:
[2] aspenideas

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[53] mission,economy
[52] book,mission
[52] economy,moonshot
[52] moonshot,guide
[52] guide,changing
[52] changing,capitalism
[52] capitalism,launches
[52] launches,jan
[52] jan,28
[52] 28,uk

Top Word Pairs in Tweet in G1:
[53] mission,economy
[52] book,mission
[52] economy,moonshot
[52] moonshot,guide
[52] guide,changing
[52] changing,capitalism
[52] capitalism,launches
[52] launches,jan
[52] jan,28
[52] 28,uk

Top Word Pairs in Tweet in G2:
[7] secretarylevine,set
[7] set,become
[7] become,first
[7] first,openly
[7] openly,trans
[7] trans,federal
[7] federal,official
[7] official,confirmed
[7] confirmed,senate
[7] senate,honor

Top Word Pairs in Tweet in G3:
[10] podcast,aspeninstitute
[10] aspeninstitute,former
[10] former,secretary
[10] secretary,state
[10] state,madeleine
[10] madeleine,albright
[10] albright,former
[10] former,prime
[10] prime,minister
[9] shecanglobal,podcast

Top Word Pairs in Tweet in G4:
[31] siriusxm,aspenideas
[22] petedominick,siriusxm
[8] going,old
[8] old,photos
[8] photos,found
[8] found,one
[8] one,interviewed
[8] interviewed,john
[8] john,lewis
[8] lewis,siriusxm

Top Word Pairs in Tweet in G5:
[4] pierdas,último
[4] último,diálogo
[4] diálogo,#aspenideas
[4] #aspenideas,celebramos
[4] celebramos,ethical
[4] ethical,responsible
[4] responsible,use
[4] use,technology
[4] technology,william
[3] aspenspain,pierdas

Top Word Pairs in Tweet in G6:
[4] horrific,became
[4] became,nation
[4] nation,bystanders
[4] bystanders,nicolehockley
[4] nicolehockley,sandyhook
[4] sandyhook,remembering
[3] jennifermirsky,horrific
[3] remembering,impo

Top Word Pairs in Tweet in G7:
[3] denasimmons,yaleemotion
[3] yaleemotion,rulerapproach
[3] rulerapproach,liberated_sel
[3] liberated_sel,met
[3] met,denasimmons
[3] denasimmons,five
[3] five,years
[3] years,ago
[3] ago,aspenideas
[3] aspenideas,fellow

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@aspenideas
@allenlanebooks
@mazzucatom
@siriusxm
@aspeninstitute
@davos
@howtoacademy
@britishlibrary
@5x15stories
@lsepublicevents

Top Mentioned in G1:
@allenlanebooks
@mazzucatom
@davos
@howtoacademy
@britishlibrary
@5x15stories
@lsepublicevents
@aspenideas
@taarneh
@freshedpodcast

Top Mentioned in G2:
@aspenideas
@secretarylevine
@eosnos
@robreich
@noupside
@daphnehk
@florian_krammer
@aspeninstitute
@katherineefoley

Top Mentioned in G3:
@aspeninstitute
@shecanglobal
@angeladuckw
@aspenideas
@bezosfoundation
@ande_latam
@asp
@paypal
@arielinvests
@svinitiative

Top Mentioned in G4:
@siriusxm
@aspenideas
@petedominick

Top Mentioned in G5:
@aspenspain
@wpwrs
@max_planck_chm
@christophsteck
@telefonica
@namoedo
@mediasmartio

Top Mentioned in G6:
@nicolehockley
@sandyhook
@jennifermirsky
@perripeltz
@mariacuomocole
@aspenideas

Top Mentioned in G7:
@yaleemotion
@rulerapproach
@liberated_sel
@aspenideas
@secbbridges
@denasimmons

Top Mentioned in G8:
@tpg
@varobank
@therisefund

Top Mentioned in G9:
@aspenideas
@repboebert

Top Mentioned in G10:
@aspenideas
@stanfordlaw
@jonhaidt

Top Tweeters
Top Tweeters in Entire Graph:
@tmwinsett
@mariecolemanao
@garage_floor
@nanab_2010
@nymne
@tentoads4truth
@shauncoffey
@ocanannain
@cannedcat
@kurtrobson101

Top Tweeters in G1:
@nymne
@cannedcat
@lorelei_174
@lsepublicevents
@cavalenzu
@moissprez
@nicolas_colin
@nico_grau
@davos
@tacosyunacoca

Top Tweeters in G2:
@nanab_2010
@margbrennan
@ingeniouschi
@ggargiulo3
@jbouie
@greenhejira
@michele_norris
@citizencotto
@jennyboylan
@dora_falcone

Top Tweeters in G3:
@mariecolemanao
@shauncoffey
@manifesto2000
@helenclarknz
@estherpassaris
@matthewjoshuat1
@aspeninstitute
@annl_berlin
@abatchelor
@paypal

Top Tweeters in G4:
@tmwinsett
@ocanannain
@kurtrobson101
@utenzil
@petedominick
@siriusxm
@calypsoreno
@pattilaura
@budjudkins
@mysterymomma

Top Tweeters in G5:
@telefonica
@wpwrs
@aspenspain
@mediasmartio
@christophsteck
@max_planck_chm
@namoedo
@isacruzcondez

Top Tweeters in G6:
@sandyhook
@noeltruth
@mariacuomocole
@robwalker010307
@nicolehockley
@perripeltz
@jennifermirsky

Top Tweeters in G7:
@denasimmons
@rulerapproach
@secbbridges
@yaleemotion
@liberated_sel

Top Tweeters in G8:
@globalecologist
@varobank
@tpg
@therisefund

Top Tweeters in G9:
@amyewalter
@indivisaspen
@repboebert

Top Tweeters in G10:
@stanfordlaw
@kittyboone
@jonhaidt


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